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  • 标题:Research and Implementation of Robot Path Planning Based onVSLAM
  • 本地全文:下载
  • 作者:Zi-Qiang Wang ; He-Gen Xu ; You-Wen Wan
  • 期刊名称:MATEC Web of Conferences
  • 电子版ISSN:2261-236X
  • 出版年度:2018
  • 卷号:160
  • DOI:10.1051/matecconf/201816006004
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:In order to solve the problem of warehouse logistics robots planpath in different scenes, this paper proposes a method based on visual simultaneous localization and mapping (VSLAM) to build grid map of different scenes and use A* algorithm to plan path on the grid map. Firstly, we use VSLAMto reconstruct the environment in three-dimensionally. Secondly, based on the three-dimensional environment data, we calculate the accessibility of each grid to prepare occupied grid map (OGM) for terrain description. Rely on the terrain information, we use the A* algorithm to solve path planning problem. We also optimize the A* algorithm and improve algorithm efficiency. Lastly, we verify the effectiveness and reliability of the proposed method by simulation and experimental results.
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